Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

Chengxu Yang, Qipeng Wang, Mengwei Xu +4

Federated learning (FL) is an emerging, privacy-preserving machine learning paradigm, drawing tremendous attention in both academia and industry. A unique characteristic of FL is h…